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Yu-Feng Li

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2025

X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection

A straightforward feature mixing approach for pre-trained Transformers is presented, which combines multi-layer representations via calculated importance weights, and identifies OOD samples using Mahalanobis distance in the blended feature space.

Tong Wei, Bolin Wang, Jiang-Xin Shi et al. · 8 citations · ⚡2